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ORCIDVincent Tao Hu
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2020 – today
- 2026
[j4]Weimin Qiu, Jieke Wang, Zhining Gu, Vincent Tao Hu, Meng Tang
:
Diversifying Similar Subjects for Text-to-Image Synthesis with Self-Cross Diffusion Guidance and Reward. Int. J. Comput. Vis. 134(8): 359 (2026)- [j3]Michael Fuest, Pingchuan Ma, Ming Gui, Johannes Schusterbauer, Vincent Tao Hu, Björn Ommer:
Diffusion Models and Representation Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 48(7): 7209-7228 (2026) - [c16]Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji:
Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? KDD (1) 2026: 1240-1250 - [i26]Felix Krause, Stefan Andreas Baumann, Johannes Schusterbauer, Olga Grebenkova, Ming Gui, Vincent Tao Hu, Björn Ommer:
Guiding Token-Sparse Diffusion Models. CoRR abs/2601.01608 (2026) - [i25]Yusong Li, Pingchuan Ma, Ming Gui, Vincent Tao Hu, Björn Ommer:
Contrastive-Augmented Flow Matching for Style-Content Disentanglement. CoRR abs/2607.12404 (2026) - 2025
- [j2]Xiaoyan Xing, Vincent Tao Hu, Jan Hendrik Metzen, Konrad Groh, Sezer Karaoglu, Theo Gevers:
Training-free diffusion for controlling illumination conditions in images. Comput. Vis. Image Underst. 260: 104450 (2025) - [j1]Amir Aghdam, Vincent Tao Hu, Björn Ommer:
ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment. Trans. Mach. Learn. Res. 2025 (2025) - [c15]Ming Gui, Johannes Schusterbauer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer:
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching. AAAI 2025: 3203-3211 - [c14]Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Björn Ommer:
Does VLM Classification Benefit from LLM Description Semantics? AAAI 2025: 5973-5981 - [c13]Stefan Andreas Baumann, Felix Krause, Michael Neumayr, Nick Stracke, Melvin Sevi, Vincent Tao Hu, Björn Ommer:
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. CVPR 2025: 13231-13241 - [c12]Pingchuan Ma, Ming Gui, Johannes Schusterbauer, Xiaopei Yang, Olga Grebenkova, Vincent Tao Hu, Björn Ommer:
Stochastic Interpolants for Revealing Stylistic Flows Across the History of Art. ICCV 2025: 5867-5878 - [c11]Felix Krause, Timy Phan, Ming Gui, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer:
Tread: Token Routing for Efficient Architecture-Agnostic Diffusion Training. ICCV 2025: 15703-15713 - [c10]Eslam Mohamed Bakr, Liangbing Zhao, Vincent Tao Hu, Matthieu Cord, Patrick Pérez, Mohamed Elhoseiny:
ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge. ICLR 2025 - [c9]Frank Fundel, Johannes Schusterbauer, Vincent Tao Hu, Björn Ommer:
Distillation of Diffusion Features for Semantic Correspondence. WACV 2025: 6762-6774 - [i24]Felix Krause, Timy Phan, Vincent Tao Hu, Björn Ommer:
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training. CoRR abs/2501.04765 (2025) - [i23]Michael Fuest, Vincent Tao Hu, Björn Ommer:
MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation. CoRR abs/2502.11234 (2025) - [i22]Amir Aghdam, Vincent Tao Hu:
ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment. CoRR abs/2506.22967 (2025) - [i21]Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji:
Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? CoRR abs/2507.04632 (2025) - [i20]Razvan-Andrei Matisan, Vincent Tao Hu, Grigory Bartosh, Björn Ommer, Cees G. M. Snoek, Max Welling, Jan-Willem van de Meent, Mohammad Mahdi Derakhshani, Floor Eijkelboom:
Purrception: Variational Flow Matching for Vector-Quantized Image Generation. CoRR abs/2510.01478 (2025) - 2024
- [c8]Vincent Tao Hu, Wei Zhang, Meng Tang, Pascal Mettes, Deli Zhao, Cees Snoek:
Latent Space Editing in Transformer-Based Flow Matching. AAAI 2024: 2247-2255 - [c7]Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek:
Flow Matching for Conditional Text Generation in a Few Sampling Steps. EACL (2) 2024: 380-392 - [c6]Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes S. Fischer, Björn Ommer:
ZigMa: A DiT-style Zigzag Mamba Diffusion Model. ECCV (21) 2024: 148-166 - [c5]Johannes Schusterbauer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer:
FMBoost: Boosting Latent Diffusion with Flow Matching. ECCV (61) 2024: 338-355 - [i19]Divin Yan, Lu Qi, Vincent Tao Hu, Ming-Hsuan Yang, Meng Tang:
Training Class-Imbalanced Diffusion Model Via Overlap Optimization. CoRR abs/2402.10821 (2024) - [i18]Ming Gui, Johannes S. Fischer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer:
DepthFM: Fast Monocular Depth Estimation with Flow Matching. CoRR abs/2403.13788 (2024) - [i17]Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes S. Fischer, Björn Ommer:
ZigMa: A DiT-style Zigzag Mamba Diffusion Model. CoRR abs/2403.13802 (2024) - [i16]Stefan Andreas Baumann, Felix Krause, Michael Neumayr, Nick Stracke, Vincent Tao Hu, Björn Ommer:
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. CoRR abs/2403.17064 (2024) - [i15]Michael Fuest, Pingchuan Ma, Ming Gui, Johannes S. Fischer, Vincent Tao Hu, Björn Ommer:
Diffusion Models and Representation Learning: A Survey. CoRR abs/2407.00783 (2024) - [i14]Xiaoyan Xing, Vincent Tao Hu, Jan Hendrik Metzen, Konrad Groh, Sezer Karaoglu, Theo Gevers:
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory. CoRR abs/2407.20785 (2024) - [i13]Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao Hu, Björn Ommer, Rania Briq, Stefan Kesselheim:
Scaling Image Tokenizers with Grouped Spherical Quantization. CoRR abs/2412.02632 (2024) - [i12]Frank Fundel, Johannes Schusterbauer, Vincent Tao Hu, Björn Ommer:
Distillation of Diffusion Features for Semantic Correspondence. CoRR abs/2412.03512 (2024) - [i11]Vincent Tao Hu, Björn Ommer:
[MASK] is All You Need. CoRR abs/2412.06787 (2024) - [i10]Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Björn Ommer:
Does VLM Classification Benefit from LLM Description Semantics? CoRR abs/2412.11917 (2024) - 2023
- [c4]Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek:
Self-Guided Diffusion Models. CVPR 2023: 18413-18422 - [i9]Eslam Mohamed Bakr, Liangbing Zhao, Vincent Tao Hu, Matthieu Cord, Patrick Pérez, Mohamed Elhoseiny:
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model. CoRR abs/2311.14542 (2023) - [i8]Jacob Schnell, Jieke Wang, Lu Qi, Vincent Tao Hu, Meng Tang:
Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation. CoRR abs/2311.17121 (2023) - [i7]Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Björn Ommer:
Guided Diffusion from Self-Supervised Diffusion Features. CoRR abs/2312.08825 (2023) - [i6]Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek:
Motion Flow Matching for Human Motion Synthesis and Editing. CoRR abs/2312.08895 (2023) - [i5]Vincent Tao Hu, David W. Zhang, Pascal Mettes, Meng Tang, Deli Zhao, Cees G. M. Snoek:
Latent Space Editing in Transformer-Based Flow Matching. CoRR abs/2312.10825 (2023) - 2022
- [c3]Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu:
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting. WACV 2022: 846-856 - [i4]Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek:
Self-Guided Diffusion Models. CoRR abs/2210.06462 (2022) - 2021
- [i3]Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu:
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting. CoRR abs/2106.10137 (2021) - 2020
- [c2]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. ECCV (3) 2020: 330-345 - [c1]Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek:
Localizing the Common Action Among a Few Videos. ECCV (7) 2020: 505-521 - [i2]Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek:
Localizing the Common Action Among a Few Videos. CoRR abs/2008.05826 (2020) - [i1]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. CoRR abs/2008.06374 (2020)
Coauthor Index
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